Volume Tells: Dual Cycle-Consistent Diffusion for 3D Fluorescence Microscopy De-noising and Super-Resolution

Figure 1. Problem statement and results of our method. Top-Left: The fluorescence microscopy can observe long-time live-cell life processing, but face problems like spatially varying noise and anisotropic resolution. Top-Right: The raw slice (above) and our results (bottom). Bottom: The comparisons among our methods and other SOTA methods.